Computational intelligence - UG 2018/2019 [EN]

Project 1 - Genetic algorithms

Solving 3-SAT problem with genetic algorithm.

Project 2 - Data mining

Pima Indian Diabetes prediction with:

• Decision Trees,
• Random Forest,
• K-Nearest Neighbours,
• Naive-Bayes.

Project 3 - Neural networks

Steering a tank in a multiplayer game with neural network.

Project 4 - Image classification

Handwritten digits (MNIST) classification with:

• Random Forest,
• Gradient Boosting,
• K-Nearest Neighbours,
• Ridge Regression,
• Support Vector Machines,
• Deep Neural Networks.

Inteligencja obliczeniowa - Uniwersytet Gdanski [PL]